{"id":"W2947644567","doi":"10.1186/s12882-019-1320-3","title":"The Canadian childhood nephrotic syndrome (CHILDNEPH) study: report on mid-study feasibility, recruitment and main measures","year":2019,"lang":"en","type":"article","venue":"BMC Nephrology","topic":"Renal Diseases and Glomerulopathies","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; McMaster Children's Hospital; McGill University Health Centre; University of British Columbia; University of Calgary; McGill University; Western University; University of Manitoba; Children's Hospital Research Institute of Manitoba; Alberta Children's Hospital","funders":"Canadian Institutes of Health Research; Cumming School of Medicine, University of Calgary; Kidney Foundation of Canada; Nephcure Foundation","keywords":"Medicine; Nephrotic syndrome; Nephrology; Proteinuria; Cohort; Internal medicine; Pediatrics; Prednisone; Cohort study; Kidney","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001226888,0.0003101847,0.000581795,0.0002039611,0.0004625751,0.00007913676,0.0001800493,0.0001232462,0.00009470302],"category_scores_gemma":[0.0003388467,0.0002037897,0.0001332559,0.0002245957,0.0001652937,0.000046292,0.0001080567,0.0003470364,0.0001407747],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002390922,"about_ca_system_score_gemma":0.0007192497,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02849531,"about_ca_topic_score_gemma":0.4117455,"domain_scores_codex":[0.9971477,0.0004947566,0.0005026456,0.0007489372,0.0004971382,0.0006087708],"domain_scores_gemma":[0.9978671,0.000221404,0.0001391919,0.001187415,0.00008696958,0.0004978869],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005836926,0.001443849,0.9929345,0.00003391659,0.0003439967,0.002157596,0.0005890595,0.00001127014,0.00003990357,0.0001220726,0.0007931917,0.0009469985],"study_design_scores_gemma":[0.003013946,0.005047195,0.9814562,0.00003117052,0.0003084278,0.002529912,0.001230818,0.000008671515,0.000002886464,0.0003926916,0.005788367,0.0001897767],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9876324,0.0007751547,0.000001002189,0.002197803,0.0003411993,0.008008769,0.00001845792,0.00004853866,0.000976694],"genre_scores_gemma":[0.9967963,0.00003500498,0.00002757094,0.001875335,0.00009939974,0.0003146224,0.00001395553,0.00003643578,0.0008013502],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3832502,"threshold_uncertainty_score":0.977974,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04570230344004739,"score_gpt":0.3048818733452507,"score_spread":0.2591795699052033,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}